Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-06 1934.751994 2103.799819 2274.650629 2459.960021 2654.982258 2853.848455 3071.667909
2025-07-13 1712.333813 1969.629182 2238.944363 2540.679914 2868.135741 3211.636343 3598.075797
2025-07-20 1552.390786 1863.281531 2197.299075 2580.400472 3005.230960 3459.606452 3980.012766
2025-07-27 1412.640697 1760.323538 2142.441041 2589.521224 3094.277493 3642.745647 4279.997076
2025-08-03 1290.472059 1664.868256 2084.969671 2585.332944 3159.233364 3791.428733 4535.006870
2025-08-10 1197.500032 1594.869022 2049.214131 2599.019030 3238.404219 3951.110310 4798.181098
2025-08-17 1101.744092 1514.436905 1995.104665 2585.743331 3281.706353 4066.137850 5007.541908
2025-08-24 1036.823026 1466.467733 1975.220800 2608.857716 3364.058366 4223.405268 5263.250747
2025-08-31 958.400697 1396.870157 1925.091072 2592.137251 3396.399260 4320.348386 5447.549700
2025-09-07 917.892616 1372.133346 1927.282760 2636.364875 3499.389338 4498.499419 5725.393040
2025-09-14 864.917541 1328.245068 1903.157150 2646.237700 3559.442067 4624.973386 5942.128525
2025-09-21 810.769232 1279.771974 1870.718927 2643.603905 3602.548962 4730.064807 6132.829750
2025-09-28 729.017766 1191.256104 1784.922469 2572.711183 3561.534343 4734.941198 6206.026986
2025-10-05 717.943096 1197.938337 1821.502784 2656.082545 3710.747449 4968.982405 6553.383359
2025-10-12 690.696890 1180.621143 1825.480672 2696.979813 3806.705544 5138.540774 6823.851398
2025-10-19 653.136476 1146.782006 1805.998109 2706.370784 3862.311704 5258.499544 7034.483845
2025-10-26 613.082017 1107.228800 1777.115330 2702.058484 3899.504608 5355.183138 7216.566739
2025-11-02 582.437505 1079.685531 1763.139531 2716.149575 3959.213808 5479.057138 7431.529573
2025-11-09 544.148705 1038.798775 1729.233453 2702.481026 3982.378423 5557.040888 7590.090418
2025-11-16 520.907980 1019.329870 1724.019219 2726.278963 4053.170242 5693.923511 7820.878415
2025-11-23 485.858235 979.878522 1689.275157 2709.064239 4069.896461 5762.661031 7967.445557
2025-11-30 472.561175 973.652360 1701.089808 2754.596892 4168.111965 5933.587211 8240.501970
2025-12-07 449.308295 950.394147 1687.560851 2764.760012 4219.543879 6045.411152 8440.392121